Best OpenClaw Skills for Browser Automation: Playwright, Puppeteer, Scraping & Web Agents
Browser automation is one of the highest-install categories on OpenClaw, and for good reason: nearly every real-world AI workflow eventually hits a wall where the data you need isn't in an API — it's in a webpage. The category spans three distinct use cases that often get conflated: programmatic browser control (Playwright/Puppeteer scripts), web scraping (extracting structured data from pages), and AI-powered web agents (letting an LLM navigate pages like a human). OpenClaw currently has skills covering this full stack.
Note: Install and download figures in text descriptions reflect stats at the time of writing and may be outdated. All skill tables are live — they fetch current data from the ClawHub database on every page load. Treat table values as authoritative.
By the Numbers
| Metric | Value |
|---|---|
| Skills in this guide | 33 |
| Workflow stages covered | 4 |
| Top skill by installs | agent-browser ( installs) |
| Top skill by downloads | fast-browser-use ( downloads) |
| Skills with install records | ~25 |
1. Core Browser Automation (Playwright / Puppeteer / Selenium)
This is the foundation layer: skills that let you write and run programmatic browser scripts. playwright leads with 112 installs and 6,866 downloads — it exposes the Playwright MCP server so you can control a browser with natural language commands rather than writing scripts manually. browser (167 installs) is the simpler version: a headless browser that navigates pages, clicks, and extracts content on demand. playwright-browser-automation (36 installs) provides the raw Playwright API for developers who want full scripting control.
2. Stealth & Anti-Bot Bypass
Standard Playwright gets blocked by most anti-bot systems (Cloudflare, DataDome, PerimeterX) within minutes. This stage covers the countermeasures: browser fingerprint randomization, CAPTCHA bypass, residential proxy routing, and CDP-based "invisible" automation. kesslerio-stealth-browser uses Camoufox and Nodriver to spoof browser fingerprints. fast-browser-use (86 installs, 12,168 downloads) is the category's heavy-hitter — high-performance multi-session browser automation built for scraping at scale. browser-cash provides cloud browser sessions that rotate IPs automatically.
3. Web Scraping & Crawling
Scraping skills target specific platforms or provide general crawling infrastructure. amazon-scraper and instagram-scraper are purpose-built for high-volume extraction with Docker + Crawlee for reliability. firecrawl-cli is the general-purpose option — it connects to the Firecrawl API to handle JavaScript rendering, rate limiting, and content normalization. crawlee provides the expert-level framework reference for building custom scrapers from scratch.
4. Browser Setup & Security Auditing
Getting browser automation running locally is non-trivial — Chrome binary paths, display servers, and permission models differ across Linux, macOS, and VPS environments. browser-setup handles the initial configuration. firm-browser-audit-pack audits your existing Playwright/Puppeteer scripts for security issues before deploying them. e2e-testing-patterns and playwright-pro cover production-grade reliability patterns for automation that runs in CI.
Recommended Combinations
| Your situation | Recommended stack |
|---|---|
| First browser automation project | browser + playwright |
| Scraping sites with anti-bot protection | fast-browser-use + kesslerio-stealth-browser |
| High-volume scraping (cloud-based) | browser-cash + firecrawl-cli |
| Twitter/X automation via CDP | x-cdp |
| E2E testing in CI | playwright-browser-automation + e2e-testing-patterns |
| Reusing logged-in browser sessions | browser-playwright-bridge + cdp-browser |
A Few Observations
agent-browser dominates on installs for a reason. With 3,330 installs, it's not just a browser tool — it's a core OpenClaw runtime component. Many other skills depend on it as a browser backend, which inflates its install count relative to skills that users install deliberately.
The stealth arms race is real. The fact that kesslerio-stealth-browser specifically names Camoufox, Nodriver, and CDP fingerprint spoofing suggests the anti-bot landscape has matured significantly. Basic headless Chrome is no longer sufficient for most production scraping targets.
Playwright has won the framework war (for now). Skills built on Playwright outnumber Selenium 8:1. Selenium skills still appear for legacy compatibility reasons; Puppeteer is second but declining. Most new development targets Playwright.
Cloud browser services are emerging. browser-cash and agentgo-browser represent a new pattern: instead of running a local Chromium instance, you rent remote browser sessions with built-in IP rotation. This trades local setup complexity for API costs.
Session reuse is underexplored. browser-playwright-bridge solves a valuable problem — reusing a browser session that's already logged into a service — but has only 1 install. This is one of the trickier problems in browser automation and the tooling is still early.
Data source: ClawHub platform install and download counts as of April 10, 2026. Visit clawhub-skills.com to search for more skills.